title: PH² - a dermoscopic image database for research and benchmarking.
abstract: The increasing incidence of melanoma has recently promoted the development of computer-aided diagnosis systems for the classification of dermoscopic images. Unfortunately, the performance of such systems cannot be compared since they are evaluated in different sets of images by their authors and there are no public databases available to perform a fair evaluation of multiple systems. In this paper, a dermoscopic image database, called PH², is presented. The PH² database includes the manual segmentation, the clinical diagnosis, and the identification of several dermoscopic structures, performed by expert dermatologists, in a set of 200 dermoscopic images. The PH² database will be made freely available for research and benchmarking purposes.
authors.forename: Teresa
authors.initials: T
authors.lastname: Mendonca
authors.forename: Pedro M
authors.initials: PM
authors.lastname: Ferreira
authors.forename: Jorge S
authors.initials: JS
authors.lastname: Marques
authors.forename: Andre R S
authors.initials: AR
authors.lastname: Marcal
authors.forename: Jorge
authors.initials: J
authors.lastname: Rozeira
mesh_terms: D019985:Benchmarking; D016208:Databases, Factual; D046169:Dermoscopy / Q000379:methods*; D003936:Diagnosis, Computer-Assisted / Q000379:methods*; D006801:Humans; D007091:Image Processing, Computer-Assisted / Q000379:methods; D008545:Melanoma / Q000175:diagnosis* / Q000473:pathology